Hugging Face Transformers and Meta Llama

Hugging Face Transformers and Meta Llama

  • 1. Transformers
    • 1.1. `src/transformers/models`
    • 1.2. `src/transformers/models/llama`
  • 2. Meta Llama
    • 2.1. Llama 3
    • 2.2. Llama 2
    • 2.3. Llama Cookbook: The Official Guide to building with Llama Models
  • References

Hugging Face
https://github.com/huggingface

1. Transformers

https://github.com/huggingface/transformers

State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow

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1.1. src/transformers/models

https://github.com/huggingface/transformers/tree/main/src/transformers/models

1.2. src/transformers/models/llama

https://github.com/huggingface/transformers/tree/main/src/transformers/models/llama

https://github.com/huggingface/transformers/blob/main/src/transformers/models/llama/configuration_llama.py

https://github.com/huggingface/transformers/blob/main/src/transformers/models/llama/modeling_llama.py

2. Meta Llama

https://github.com/meta-llama

2.1. Llama 3

https://github.com/meta-llama/llama3

This repository is a minimal example of loading Llama 3 models and running inference.

2.2. Llama 2

https://github.com/meta-llama/llama

This repository is intended as a minimal example to load Llama 2 models and run inference.

2.3. Llama Cookbook: The Official Guide to building with Llama Models

https://github.com/meta-llama/llama-cookbook

Welcome to the official repository for helping you get started with inference, fine-tuning and end-to-end use-cases of building with the Llama Model family.

References

[1] Yongqiang Cheng, https://yongqiang.blog.csdn.net/
[2] huggingface/gguf, https://github.com/huggingface/huggingface.js/tree/main/packages/gguf

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